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2019 | OriginalPaper | Chapter

6. RFID, Social Sensors and Extended Cyber-Physical System

Authors : Chao Liu, Pingyu Jiang

Published in: Social Manufacturing: Fundamentals and Applications

Publisher: Springer International Publishing

Abstract

In this chapter, the roles of RFID, social sensors, and cyber-physical system (CPS) at both inter-enterprise level and intra-enterprise level under the context of social manufacturing are elaborated. Advanced IoT solutions, human-machine interaction technologies and manufacturing data analysis enable humans, machines, sensors, smart workpieces and software systems to interact and cooperate with each other simultaneously for production operations. Firstly, an RFID-based graphical deduction model is constructed for tracing and monitoring material flows. Then, the concept, operational logic and implementation methods of social sensors are discussed in detail. Finally, an extended CPS framework integrating with RFID and social sensors is proposed to power social manufacturing nodes, communities, and network for production tasks. Potential application prospects of social manufacturing are also introduced from technical integration and application perspectives.

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Literature
1.
go back to reference Jiang PY, Cao W (2013) An RFID-driven graphical formalized deduction for describing the time-sensitive state and position changes of work-in-progress material flows in a job-shop floor. J Manuf Sci Eng-Trans ASME 135(3):1–13 CrossRef Jiang PY, Cao W (2013) An RFID-driven graphical formalized deduction for describing the time-sensitive state and position changes of work-in-progress material flows in a job-shop floor. J Manuf Sci Eng-Trans ASME 135(3):1–13 CrossRef
2.
go back to reference Qu T, Yang HD, Huang GQ et al (2012) A case of implementing RFID-based real-time shop-floor material management for household electrical appliance manufacturers. J Intell Manuf 23(6):2343–2356 CrossRef Qu T, Yang HD, Huang GQ et al (2012) A case of implementing RFID-based real-time shop-floor material management for household electrical appliance manufacturers. J Intell Manuf 23(6):2343–2356 CrossRef
3.
go back to reference Jiang PY, Fu YB (2012) RFID based e-quality tracking in service-oriented manufacturing execution system. Chin J Mech Eng 25(5):974–981 CrossRef Jiang PY, Fu YB (2012) RFID based e-quality tracking in service-oriented manufacturing execution system. Chin J Mech Eng 25(5):974–981 CrossRef
4.
go back to reference Chongwatpol J, Sharda R (2013) RFID-enabled track and traceability in job-shop scheduling environment. Eur J Oper Res 227(3):453–463 MathSciNetCrossRef Chongwatpol J, Sharda R (2013) RFID-enabled track and traceability in job-shop scheduling environment. Eur J Oper Res 227(3):453–463 MathSciNetCrossRef
5.
go back to reference Guo ZX, Ngai EWT, Yang C et al (2015) An RFID-based intelligent decision support system architecture for production monitoring and scheduling in a distributed manufacturing environment. Int J Prod Econ 159(2015):16–28 CrossRef Guo ZX, Ngai EWT, Yang C et al (2015) An RFID-based intelligent decision support system architecture for production monitoring and scheduling in a distributed manufacturing environment. Int J Prod Econ 159(2015):16–28 CrossRef
6.
go back to reference Cai H, Andoh AR, Su X et al (2014) A boundary condition based algorithm for locating construction site objects using RFID and GPS. Adv Eng Inform 28(4):455–468 CrossRef Cai H, Andoh AR, Su X et al (2014) A boundary condition based algorithm for locating construction site objects using RFID and GPS. Adv Eng Inform 28(4):455–468 CrossRef
7.
go back to reference Sari K (2010) Exploring the impacts of radio frequency identification (RFID) technology on supply chain performance. Eur J Oper Res 207(1):174–183 CrossRef Sari K (2010) Exploring the impacts of radio frequency identification (RFID) technology on supply chain performance. Eur J Oper Res 207(1):174–183 CrossRef
8.
go back to reference Vlachos IP (2014) A hierarchical model of the impact of RFID practices on retail supply chain performance. Expert Syst Appl 41(1):5–15 CrossRef Vlachos IP (2014) A hierarchical model of the impact of RFID practices on retail supply chain performance. Expert Syst Appl 41(1):5–15 CrossRef
9.
go back to reference Sridhar L, Prabha VL (2013) RFID based access control protection scheme for SRAM FPGA IP cores. Microprocess Microsyst 37(6–7):629–640 CrossRef Sridhar L, Prabha VL (2013) RFID based access control protection scheme for SRAM FPGA IP cores. Microprocess Microsyst 37(6–7):629–640 CrossRef
10.
go back to reference Ding K, Jiang PY, Sun PL et al (2016) RFID-enabled physical object tracking in process flow based on an enhanced graphical deduction modeling method. IEEE Trans Syst Man Cybern Syst PP(99):1–13 Ding K, Jiang PY, Sun PL et al (2016) RFID-enabled physical object tracking in process flow based on an enhanced graphical deduction modeling method. IEEE Trans Syst Man Cybern Syst PP(99):1–13
11.
go back to reference Wang C, Jiang PY, Ding K (2015) A hybrid-data-on-tag-enabled decentralized control system for flexible smart workpiece manufacturing shop floors. Proc Inst Mech Eng Part C: J Mech Eng Sci 231(4):764–782 CrossRef Wang C, Jiang PY, Ding K (2015) A hybrid-data-on-tag-enabled decentralized control system for flexible smart workpiece manufacturing shop floors. Proc Inst Mech Eng Part C: J Mech Eng Sci 231(4):764–782 CrossRef
12.
go back to reference Wang C, Jiang PY (2017) Deep neural networks based order completion time prediction by using real-time job shop RFID data. J Intell Manuf, Published online, 1–16 Wang C, Jiang PY (2017) Deep neural networks based order completion time prediction by using real-time job shop RFID data. J Intell Manuf, Published online, 1–16
13.
go back to reference Lee CKM, Ho W, Ho GTS et al (2011) Design and development of logistics workflow systems for demand management with RFID. Expert Syst Appl 38(5):5428–5437 CrossRef Lee CKM, Ho W, Ho GTS et al (2011) Design and development of logistics workflow systems for demand management with RFID. Expert Syst Appl 38(5):5428–5437 CrossRef
14.
go back to reference Ding K, Jiang PY, Su SL (2018) RFID-enabled social manufacturing system for inter-enterprise monitoring and dispatching of integrated production and transportation tasks. Robot Comput-Integr Manuf 49(2018):120–133 CrossRef Ding K, Jiang PY, Su SL (2018) RFID-enabled social manufacturing system for inter-enterprise monitoring and dispatching of integrated production and transportation tasks. Robot Comput-Integr Manuf 49(2018):120–133 CrossRef
15.
go back to reference Ding K, Jiang PY (2017) Social sensors (S 2ensors): a kind of hardware-software-integrated mediators for social manufacturing systems under mass individualization. Chin J Mech Eng 30(5):1150–1161 CrossRef Ding K, Jiang PY (2017) Social sensors (S 2ensors): a kind of hardware-software-integrated mediators for social manufacturing systems under mass individualization. Chin J Mech Eng 30(5):1150–1161 CrossRef
16.
go back to reference Kagermann H, Wahlster W, Helbig J (2013) Securing the future of German manufacturing industry: recommendations for implementing the strategic initiative Industrie 4.0; final report of the industrie 4.0 working group. Forschungsunion 1–84 Kagermann H, Wahlster W, Helbig J (2013) Securing the future of German manufacturing industry: recommendations for implementing the strategic initiative Industrie 4.0; final report of the industrie 4.0 working group. Forschungsunion 1–84
17.
go back to reference Monostori L, Kádár B, Bauernhansl T et al (2016) Cyber-physical systems in manufacturing. CIRP Ann Manuf Technol 65(2):621–641 CrossRef Monostori L, Kádár B, Bauernhansl T et al (2016) Cyber-physical systems in manufacturing. CIRP Ann Manuf Technol 65(2):621–641 CrossRef
18.
go back to reference Ding K, Jiang PY (2017) Incorporating social sensors, cyber-physical system nodes, and smart products for personalized production in a social manufacturing environment. Proc Inst Mech Eng Part B: J Eng Manuf, Publish Online Ding K, Jiang PY (2017) Incorporating social sensors, cyber-physical system nodes, and smart products for personalized production in a social manufacturing environment. Proc Inst Mech Eng Part B: J Eng Manuf, Publish Online
19.
go back to reference Liu C, Jiang PY (2016) A cyber-physical system architecture in shop floor for intelligent manufacturing. Procedia CIRP 56(2016):372–377 CrossRef Liu C, Jiang PY (2016) A cyber-physical system architecture in shop floor for intelligent manufacturing. Procedia CIRP 56(2016):372–377 CrossRef
20.
go back to reference Lee J, Bagheri B, Kao HA (2015) A cyber-physical systems architecture for industry 4.0-based manufacturing systems. Manuf Lett 3:18–23 CrossRef Lee J, Bagheri B, Kao HA (2015) A cyber-physical systems architecture for industry 4.0-based manufacturing systems. Manuf Lett 3:18–23 CrossRef
21.
go back to reference Seitz KF, Nyhuis P (2015) Cyber-physical production systems combined with logistic models—a learning factory concept for an improved production planning and control. Procedia CIRP 32(2015):92–97 CrossRef Seitz KF, Nyhuis P (2015) Cyber-physical production systems combined with logistic models—a learning factory concept for an improved production planning and control. Procedia CIRP 32(2015):92–97 CrossRef
23.
go back to reference Fielding RT, Taylor RN (2002) Principled design of the modern Web architecture. ACM Trans Internet Technol (TOIT) 2(2):115–150 CrossRef Fielding RT, Taylor RN (2002) Principled design of the modern Web architecture. ACM Trans Internet Technol (TOIT) 2(2):115–150 CrossRef
Metadata
Title
RFID, Social Sensors and Extended Cyber-Physical System
Authors
Chao Liu
Pingyu Jiang
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-319-72986-2_6

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